Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation.
Pablo MessinaRené VidalDenis ParraÁlvaro SotoVladimir AraujoPublished in: CoRR (2024)
Keyphrases
- medical knowledge
- language model
- text representation
- vector space model
- document representation
- medical diagnosis
- language modeling
- clinical data
- n gram
- semi automatic
- probabilistic model
- retrieval model
- information retrieval
- index terms
- knowledge based systems
- document retrieval
- text classification
- bag of words
- query expansion
- clinical practice
- text retrieval
- information filtering
- test collection
- text categorization
- knowledge sources
- word sense disambiguation
- query terms
- text mining
- text documents
- keywords
- document clustering
- image processing
- term weighting
- text clustering
- machine learning
- k means
- tf idf
- natural language processing